28 citations · 60 across the 7 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.LG2015★ 28 cited
Hashing with binary autoencoders
Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei
An attractive approach for fast search in image databases is binary hashing, where each high-dimensional, real-valued image is mapped onto a low-dimensional, binary vector and the…
cs.LG2015★ 13 cited
Optimizing affinity-based binary hashing using auxiliary coordinates
Ramin Raziperchikolaei, Miguel Á. Carreira-Perpiñán
In supervised binary hashing, one wants to learn a function that maps a high-dimensional feature vector to a vector of binary codes, for application to fast image retrieval. This t…